Embedded Finance Economics

Recently-departed COO at a major payments-infrastructure fintech (Series D+, processing billions in annual volume)

Topic
Embedded Finance Economics
Industries
FINANCIAL SERVICES · TECHNOLOGY & SOFTWARE
Published
14 Feb 2026
Length
2,803 words
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Recently-departed COO at a major payments-infrastructure fintech (Series D+, processing billions in annual volume)

Analyst: Before we get to the forward view I want to stay on mechanics. You said the three-layer model was the part that never actually worked. Why not?

Expert: Because the compliance work doesn't sit in any of the three layers. The pitch — and I gave this pitch, I'm not pretending I was above it — is three parties, three margins. Software company embeds an account and a card, takes a slice of interchange. We sit in the middle, take a slice. Sponsor bank takes a slice for holding the deposits and owning the regulatory relationship. Lovely. Except none of those three slices pays for the person who reads nine, ten thousand alerts a month and decides which ones are real. That sat on us for four years and was never in the price.

Analyst: You didn't know the cost, or you knew and didn't charge for it?

Expert: Both, in that order. In 2021 we modelled fully loaded compliance and ops at eighty-something cents per active account per month. Eighty-four, I think, though don't quote me on the cents. By the back half of 2024 the blended actual was three-oh-nine, and if you stripped out the two institutional programs and looked only at the consumer apps it was seven and change. Seven dollars forty a month, on accounts throwing off maybe two-fifty of net revenue. That's the slide we took to the board in March. Ended the argument in nine minutes.

Analyst: Seven-forty. Is that people, or tooling?

Expert: People. Overwhelmingly. Tooling's cheap and mostly bad. At peak, financial-crime ops was a hundred and seventy-three heads across two sites — no, hold on. A hundred and seventy-three is with QA and model validation in it. So call it ninety-five doing pure alert review. Alert-to-case ran under three percent. Two point eight, two point nine. Ninety-seven times in a hundred a human looks and says nope. You can't automate that. The examiner wants a human decision on file with a name attached.

Analyst: Did the tooling get better over that period?

Expert: No.

Analyst: On revenue then. What's the split, in basis points?

Expert: Depends on the program. On exempt debit — our sponsors were all under the asset threshold so we got the uncapped rate — call it a hundred and eight to a hundred and twenty-two basis points. Sponsor took seventeen to twenty-six of that. We took twenty-two to thirty-eight depending on tier and how much of the compliance stack they rented from us. Partner keeps the rest. Don't hold me to the decimal, the tiers moved twice.

Analyst: That's healthier than I'd have guessed.

Expert: Sure. It's also not where the money was, and this is what I argue about with nearly everyone in your seat. What this category booked as embedded-finance margin from early 2023 through the middle of last year was mostly a deposits trade with software accounting. When I say mostly, I can show you the split.

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02.1 — What's in the full transcript

Behind the gate: the deposit-share arithmetic on a fifty-two-million-dollar book, the 2024 cull from 209 live programs down to fifty-eight and what it did to revenue and gross margin, current platform minimums and the implementation floor, and the attach rate they actually observed against the number partners quote in the deal. Plus the four surviving platforms, the charter question, and the two calls the operator says they got wrong.

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